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8d6961fcc1
aborist/arborist
modified:   .gitlab-ci.yml
	modified:   bench/qa_questions.txt
	modified:   bench/qa_sweep.py
	modified:   bench/run.sh
	modified:   docs/TICKETS.md
	modified:   docs/_source/README.md
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	modified:   docs/_source/api/cli.rst
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	modified:   docs/_source/api/mesh.rst
	modified:   docs/_source/api/qa.rst
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	modified:   docs/_source/concepts.rst
	modified:   docs/_source/conf.py
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	modified:   docs/_source/license.rst
	modified:   docs/_source/quickstart.rst
	modified:   docs/bench-maxing.md
	modified:   docs/benchmarks.md
	modified:   docs/cti-architecture.md
	modified:   docs/diagrams/aborist-modules.dot
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	modified:   docs/qa-modes-bench.md
	modified:   docs/seven-point-program.md
	modified:   docs/tickets/ticket-000001-retrieval-keywords-audit-gap.md
	modified:   docs/tickets/ticket-000002-reference-frame-polarity-contract.md
	modified:   docs/tickets/ticket-000003-anchor-class-warrant.md
	modified:   docs/tickets/ticket-000005-label-ladder-migration.md
	modified:   docs/tickets/ticket-000006-bench-emergent-findings.md
	modified:   docs/tickets/ticket-000007-query-layer-hyphen-fold.md
	modified:   docs/tickets/ticket-000008-broad-quantifier-preflight-guard.md
	modified:   docs/tickets/ticket-000009-quantifier-preflight-dag-binding.md
	modified:   docs/tickets/ticket-000010-metacognition-preflight-guard.md
	modified:   docs/tickets/ticket-000011-soft-preflight-hint-sidecar.md
	modified:   scripts/backfill_concepts.py
	modified:   scripts/bench_emergent.py
	modified:   tests/crawler/test_async_web_fetcher.py
	modified:   tests/crawler/test_bridge.py
	modified:   tests/crawler/test_web_fetch.py
	modified:   tests/test_bench_qa_sweep.py
	modified:   tests/test_burn.py
	modified:   tests/test_burn_doc.py
	modified:   tests/test_claim_lattice.py
	modified:   tests/test_cli_render.py
	modified:   tests/test_compress.py
	modified:   tests/test_concepts.py
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	modified:   tests/test_keys.py
	modified:   tests/test_llm_context_base.py
	modified:   tests/test_merkle.py
	modified:   tests/test_mesh.py
	modified:   tests/test_mesh_aead.py
	modified:   tests/test_mesh_chain.py
	modified:   tests/test_mesh_cli.py
	modified:   tests/test_mesh_cli_pull.py
	modified:   tests/test_mesh_wire.py
	modified:   tests/test_mesh_wire_e2e.py
	modified:   tests/test_metacognition.py
	modified:   tests/test_migration_audit_mode.py
	modified:   tests/test_providence_source.py
	modified:   tests/test_qa.py
	modified:   tests/test_qa_quality_live.py
	modified:   tests/test_quantifier_caps.py
	modified:   tests/test_quantifier_classifier.py
	modified:   tests/test_quantifier_phase4.py
	modified:   tests/test_quantifier_reminder.py
	modified:   tests/test_query.py
	modified:   tests/test_reclassify.py
	modified:   tests/test_repair.py
	modified:   tests/test_resume.py
	modified:   tests/test_snapshot.py
	modified:   tests/test_soft_preflight.py
	modified:   tests/test_tfidf.py
	modified:   tests/test_vcs_source.py
	modified:   tests/test_verify.py
	modified:   tests/test_verify_json.py
	modified:   tests/test_versioned_ingest.py
	modified:   tests/test_warrant.py
	modified:   tests/test_wikipedia_old.py
	modified:   tests/test_wikipedia_xml.py
	modified:   tests/test_wikitext.py
2026-05-07 09:31:49 -04:00
4f2b5a6685
qa(#000008): §12.10 n=5 verification + §12.11 defaults flipped (Option A)
n=5 verification of cap+reminder cell (135 runs):

  Metric              | n=3       | n=5
  --------------------+-----------+------------
  JSON SR             | 0.30      | 0.33     ← matches cap-only
  JSON UNGROUNDED rate| 1/27 (4%) | 2/45 (4%) ← matches reminder-only
  pointer SR          | 0/27      | 0/45     ← unchanged across all cells

The §12.8 0.30 was Hermes nondeterminism. n=5 confirms cap+reminder
delivers cap-only's STRICT-rate AND reminder-only's UNGROUNDED-rescue.

§10.8 strict gate met at n=5:
  vs reminder-only on JSON SR:    +11pp (clears floor)
  vs cap-only on JSON UNGROUNDED: -18pp (clears floor)
  vs cap-only on ptr mean ratio:  +12pp (clears floor)

Defaults flipped — Option A landing (per-mode tailored):

  quantifier_reminder_enabled  False → True
                              (load-bearing on both lattice modes)

  NEW field: quantifier_apply_caps_modes = ["claim_lattice"]
                              (allowlist for which modes apply caps
                               when apply_caps=True; JSON-only since
                               cap-on-pointer is wasted noise per
                               §12.10 0/45 STRICT data)

  quantifier_guard_apply_caps  False → False (UNCHANGED)
                              (operator opts in via
                               --apply-quantifier-caps; preserves
                               §10.11.3 dry-run discipline)

Cap-application gate now reads:
  if apply_caps AND mode in apply_caps_modes AND cap is not None:
      effective_max_claims = looked_up_cap

quantifier_apply_caps_modes folded into _VERIFIER_POLICY_FIELDS so
flipping the allowlist invalidates prior cache records.

5 new tests pin: reminder default ON for both runner.DEFAULT_POLICY
and query.DEFAULT_QUERY_POLICY; apply_caps_modes default
["claim_lattice"]; governance-hash invalidation on allowlist flip;
apply_caps default still False (dry-run preserved).

920 tests passing (5 new); 36 skipped.

Operator behavior:
  $ aborist query "winners of all major sports?"
      → reminder ON, cap OFF (default after this commit)
  $ aborist query --apply-quantifier-caps "..."
      → cap applies on claim_lattice (JSON) only
  $ aborist query --apply-quantifier-caps \
        --policy quantifier_apply_caps_modes='["claim_lattice","claim_lattice_pointer"]' "..."
      → Option D for one call

Phase 5 (run-DAG node binding for quantifier_preflight) and
cross-model Qwen/GPT-4 verification remain as follow-ups per §11.11.
2026-05-03 17:25:38 -04:00
84d5b5cd76
qa(#000008): Phase 2 — model-profile caps + governance hash (dry-run)
Lands aborist/qa/model_profiles.py with two profiles:
  - adamo1139/Hermes-3-Llama-3.1-8B-FP8-Dynamic
      tight caps for broad intensities (ALL=8, COMPREHENSIVE=5,
      OPEN_REQUEST=5) reflecting the 2026-05-02 runaway case.
  - default
      large-reasoner-class fallback (ALL=12, COMPREHENSIVE=15,
      OPEN_REQUEST=12). Used when model_profile_id has no entry.

cap_for_intensity() resolves caps via three-source chain:
  1. policy_overrides (per-call dict, highest priority)
  2. per-model profile from PROFILES
  3. "default" profile fallback

EXPLICIT_COUNT sentinel handles SMALL_NUM_EXPLICIT and
COMPARATIVE_BOUND — cap is the question's explicit count, not a
profile-set value. Defensive fallback to MANY cap if classifier
fired the rung without extracting a count.

Four new policy fields, all folded into governance_policy_hash via
_VERIFIER_POLICY_FIELDS:
  - quantifier_guard_enabled    master kill (default True)
  - quantifier_guard_apply_caps dry-run gate (default False per
                                §10.11.3 — cap LOOKED UP and reported
                                on result, but NOT applied to the
                                verifier until operator flips True)
  - quantifier_caps_by_intensity per-call override dict
  - quantifier_guard_modes      per-mode opt-in list (default
                                ["claim_lattice_pointer",
                                 "claim_lattice"]; quote opts out)

Six-level disable hierarchy (§10.11.2) implemented:
  - Per-test:    policy={"quantifier_guard_enabled": False}
  - Per-call:    --no-quantifier-guard (Phase 4)
  - Per-phase:   each policy switch is independent
  - Per-mode:    quantifier_guard_modes filter
  - Per-model:   model_profiles.py lookup
  - Master:      governance_policy_hash invalidation on flip

Wired through both query() and runner.ask() — both compute
effective_max_claims from the (classifier_intensity, model_profile,
policy_overrides) triple and pass it as max_claims_per_answer to
the verifier. Dry-run mode keeps effective_max_claims at the policy
default (12) until apply_caps flips True.

Result dict surfaces claim_cap_applied (the LOOKED-UP cap, even in
dry-run) plus all Phase-1 quantifier fields on miss-path AND
cache-hit path so bench rows stay column-aligned.

19 new tests pin: per-model selection, EXPLICIT_COUNT sentinel,
override precedence, governance-hash invalidation on every cap
field, profile shape (all ten rungs covered), default profile
presence.
2026-05-03 07:30:28 -04:00